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Ujwal Kumar

Freelance Digital Marketeer and online Growth strategist

Ujwal Kumar is a freelance digital marketeer and online growth strategist

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All five major LLMs show pro-female hiring bias even on Japanese resumes
arXivcautiousJun 22, 2026

“Co-author of study on LLM gender bias in hiring across five major models including Claude, GPT-4, and others.”